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Agent Skill · 研究检索

investigation-mode(调查模式)

investigation-mode 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

investigation-mode 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为接触敏感数据;许可证信息还不明确,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 46,747。

总安装 766周安装 31GitHub Stars 156下载 241核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:investigation-mode(调查模式)
来源仓库:https://github.com/vercel/vercel-plugin
仓库路径:skills/investigation-mode
安装命令:
npx skills add https://github.com/vercel/vercel-plugin --skill investigation-mode
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/vercel/vercel-plugin --skill investigation-mode

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

investigation-mode 用于查找、检索和筛选相关信息。适合在 Codex、Claude、Cursor、Gemini CLI 中根据关键词或任务场景快速定位候选结果。通过 npx skills add 命令从指定仓库安装,需结合 README 核验具体用法。

安装前建议确认权限范围、维护状态及是否触发联网或文件操作。当前无原始 SKILL.md 内容可参考,需进一步查阅源码了解细节。

来源仓库内路径:skills/investigation-mode

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/vercel/vercel-plugin --skill investigation-mod…;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要接触敏感数据,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

investigation-mode 怎么安装?

在终端执行 npx skills add https://github.com/vercel/vercel-plugin --skill investigation-mode。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

investigation-mode 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

investigation-mode 需要什么权限?

权限级别是接触敏感数据。该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

investigation-mode 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

investigation-mode 用的人多吗?

公开数据是累计安装 766 次,近一周安装 31 次,下载 241 次,GitHub 156 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

investigation-mode 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。

先想清楚的地方

  • 需要接触敏感数据,装到常用环境前要先评估影响面。
  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 环境里有大量密钥、凭证,不方便给第三方 Skill 读取的人。
  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
investigation-mode

调查模式 · 本页

766156接触敏感数据未明确有提醒

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Investigation Mode — Orchestrated Debugging

When a user reports something stuck, hung, broken, or not responding, you are the diagnostic coordinator. Do not guess. Follow the triage order, report what you find at every step, and stop when you have a high-confidence root cause.

Reporting Contract

Every investigation step MUST follow this pattern:

  1. Tell the user what you are checking — "I'm checking the runtime logs for errors…"
  2. Share the evidence you found — paste the relevant log line, status, error, or screenshot
  3. Explain the next step — "The logs show a timeout on the DB call. I'll check the connection pool next."

Never silently move between steps. The user is already frustrated — silence makes it worse.

Triage Order

Work through these in order. Stop as soon as you find the root cause.

1. Runtime Logs (check first — most issues leave traces here)

  • Dev server: Check terminal output for errors, warnings, unhandled rejections
  • Vercel logs: vercel logs --follow (production) or vercel logs <deployment-url>
  • Browser console: Open DevTools → Console tab for client-side errors
  • If no logs exist: This is the problem. Add logging before continuing (see "Add Logging" below)

Tell the user: "Checking runtime logs…" → share what you found → explain next step.

2. Workflow / Background Job Status

If the app uses workflows, queues, or cron jobs:

  • Run vercel workflow runs list to check recent run statuses
  • Look for runs stuck in running state — likely a missing await or unresolved promise
  • Check individual run details: vercel workflow runs get <run-id>
  • Look for failed steps, retry exhaustion, or timeout errors

Tell the user: "Checking workflow run status…" → share the run state → explain next step.

3. Browser Verification

Use agent-browser to visually verify what the user sees:

  • Take a screenshot of the current page state
  • Check the browser console for JavaScript errors
  • Check the Network tab for failed requests (4xx/5xx, CORS errors, hanging requests)
  • Look for hydration mismatches or React error boundaries

Tell the user: "Taking a browser screenshot to see the current state…" → share the screenshot → explain what you see.

4. Deploy / Environment Status

  • vercel inspect <deployment-url> — check build output, function regions, environment
  • vercel ls — verify the latest deployment succeeded
  • Check for environment variable mismatches between local and production
  • Verify the correct branch/commit is deployed

Tell the user: "Checking deployment status…" → share the deployment state → explain findings.

Stop Condition

Stop investigating when:

  • You find a high-confidence root cause (specific error, missing env var, failed step, etc.)
  • Two consecutive triage steps produce no signal — report what you checked and that you found no evidence, then ask the user for more context

Do not keep cycling through steps hoping something appears. If logs are empty and workflows look fine, say so and ask the user what they expected to happen.

Common Hang Causes

When logs point to code issues, check for these frequent culprits:

  • Missing await: Async functions called without await cause silent failures
  • Infinite loops: while(true) without break conditions, recursive calls without base cases
  • Unresolved promises: new Promise() that never calls resolve() or reject()
  • Missing env vars: process.env.X returning undefined causing silent auth/DB failures
  • Connection pool exhaustion: Database connections not being released
  • Middleware chains: A middleware that never calls next() or returns a response
  • Timeout misconfigs: Function timeout too short for the operation (check vercel.json maxDuration)

Add Logging (If Missing)

If the investigation reveals insufficient observability, add structured logging immediately — you cannot debug what you cannot see.

// API routes — wrap handlers with try/catch + logging
export async function POST(request: Request) {
  console.log('[api/route] incoming request', { method: 'POST', url: request.url });
  try {
    const result = await doWork();
    console.log('[api/route] success', { resultId: result.id });
    return Response.json(result);
  } catch (error) {
    console.error('[api/route] failed', { error: String(error), stack: (error as Error).stack });
    return Response.json({ error: 'Internal error' }, { status: 500 });
  }
}
// Workflow steps — log entry/exit of every step
const result = await step.run('process-data', async () => {
  console.log('[workflow:process-data] step started');
  const data = await fetchData();
  console.log('[workflow:process-data] step completed', { count: data.length });
  return data;
});

Key principle: Every async boundary, every external call, every step entry/exit should have a log line. When something hangs, the last log line tells you exactly where it stopped.

Cross-reference: For comprehensive logging setup (OpenTelemetry, log drains, Sentry, Vercel Analytics), see the observability skill. For workflow-specific debugging, see the workflow skill.

平台分布

Codex

35.51%
按下载量换算86

Claude

29.63%
按下载量换算71

Cursor

16.94%
按下载量换算41

Gemini CLI

8.1%
按下载量换算20

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

可疑

权限和风险

接触敏感数据

该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

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